Added preprocessing for videos, comments and rating (previous commit …

…was almost empty)

Manifest.toml

@@ -8,13 +8,70 @@ git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
 uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9"
 version = "0.0.1"
 
+[[deps.ArgTools]]
+uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
+
+[[deps.Artifacts]]
+uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
+[[deps.Compat]]
+deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
+git-tree-sha1 = "b153278a25dd42c65abbf4e62344f9d22e59191b"
+uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
+version = "3.43.0"
+
+[[deps.CompilerSupportLibraries_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
+
+[[deps.Conda]]
+deps = ["Downloads", "JSON", "VersionParsing"]
+git-tree-sha1 = "6e47d11ea2776bc5627421d59cdcc1296c058071"
+uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
+version = "1.7.0"
+
+[[deps.Crayons]]
+git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
+uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
+version = "4.1.1"
+
+[[deps.DataAPI]]
+git-tree-sha1 = "cc70b17275652eb47bc9e5f81635981f13cea5c8"
+uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
+version = "1.9.0"
+
+[[deps.DataFrames]]
+deps = ["Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
+git-tree-sha1 = "6c19003824cbebd804a51211fd3bbd81bf1ecad5"
+uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+version = "1.3.3"
+
+[[deps.DataStructures]]
+deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
+git-tree-sha1 = "3daef5523dd2e769dad2365274f760ff5f282c7d"
+uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
+version = "0.18.11"
+
+[[deps.DataValueInterfaces]]
+git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
+uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
+version = "1.0.0"
+
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 
+[[deps.DelimitedFiles]]
+deps = ["Mmap"]
+uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
+
+[[deps.Distributed]]
+deps = ["Random", "Serialization", "Sockets"]
+uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
 git-tree-sha1 = "b19534d1895d702889b219c382a6e18010797f0b"
@@ -27,6 +84,25 @@ git-tree-sha1 = "7d9a46421aef53cbd6b8ecc40c3dcbacbceaf40e"
 uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 version = "0.27.15"
 
+[[deps.Downloads]]
+deps = ["ArgTools", "LibCURL", "NetworkOptions"]
+uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+
+[[deps.Formatting]]
+deps = ["Printf"]
+git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
+uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
+version = "0.4.2"
+
+[[deps.Future]]
+deps = ["Random"]
+uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+
+[[deps.Glob]]
+git-tree-sha1 = "4df9f7e06108728ebf00a0a11edee4b29a482bb2"
+uuid = "c27321d9-0574-5035-807b-f59d2c89b15c"
+version = "1.3.0"
+
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
 git-tree-sha1 = "f7be53659ab06ddc986428d3a9dcc95f6fa6705a"
@@ -37,16 +113,45 @@ version = "0.2.2"
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
+[[deps.InvertedIndices]]
+git-tree-sha1 = "bee5f1ef5bf65df56bdd2e40447590b272a5471f"
+uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
+version = "1.1.0"
+
+[[deps.IteratorInterfaceExtensions]]
+git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
+uuid = "82899510-4779-5014-852e-03e436cf321d"
+version = "1.0.0"
+
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
 git-tree-sha1 = "3c837543ddb02250ef42f4738347454f95079d4e"
 uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 version = "0.21.3"
 
+[[deps.LibCURL]]
+deps = ["LibCURL_jll", "MozillaCACerts_jll"]
+uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
+
+[[deps.LibCURL_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
+uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
+
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
+[[deps.LibSSH2_jll]]
+deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
+
+[[deps.Libdl]]
+uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+
+[[deps.LinearAlgebra]]
+deps = ["Libdl", "libblastrampoline_jll"]
+uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+
 [[deps.Literate]]
 deps = ["Base64", "IOCapture", "JSON", "REPL"]
 git-tree-sha1 = "b856be4fe3dfa4146e5c890f1d9865f4e2e4779d"
@@ -56,26 +161,82 @@ version = "2.13.0"
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
+[[deps.MacroTools]]
+deps = ["Markdown", "Random"]
+git-tree-sha1 = "3d3e902b31198a27340d0bf00d6ac452866021cf"
+uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
+version = "0.5.9"
+
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
+[[deps.MbedTLS_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
+
+[[deps.Missings]]
+deps = ["DataAPI"]
+git-tree-sha1 = "bf210ce90b6c9eed32d25dbcae1ebc565df2687f"
+uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
+version = "1.0.2"
+
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
+[[deps.MozillaCACerts_jll]]
+uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
+
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 
+[[deps.OdsIO]]
+deps = ["DataFrames", "DataStructures", "PyCall"]
+git-tree-sha1 = "b26adb39ea9ecf7555ca7519847f7caa62d90c9a"
+uuid = "56b0d19f-0a74-5872-92bc-f48f9c5431d4"
+version = "0.6.1"
+
+[[deps.OpenBLAS_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
+uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
+
+[[deps.OrderedCollections]]
+git-tree-sha1 = "85f8e6578bf1f9ee0d11e7bb1b1456435479d47c"
+uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
+version = "1.4.1"
+
 [[deps.Parsers]]
 deps = ["Dates"]
 git-tree-sha1 = "85b5da0fa43588c75bb1ff986493443f821c70b7"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.2.3"
 
+[[deps.Pkg]]
+deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
+uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
+
+[[deps.PooledArrays]]
+deps = ["DataAPI", "Future"]
+git-tree-sha1 = "28ef6c7ce353f0b35d0df0d5930e0d072c1f5b9b"
+uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
+version = "1.4.1"
+
+[[deps.PrettyTables]]
+deps = ["Crayons", "Formatting", "Markdown", "Reexport", "Tables"]
+git-tree-sha1 = "dfb54c4e414caa595a1f2ed759b160f5a3ddcba5"
+uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
+version = "1.3.1"
+
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 
+[[deps.PyCall]]
+deps = ["Conda", "Dates", "Libdl", "LinearAlgebra", "MacroTools", "Serialization", "VersionParsing"]
+git-tree-sha1 = "1fc929f47d7c151c839c5fc1375929766fb8edcc"
+uuid = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
+version = "1.93.1"
+
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
@@ -84,18 +245,86 @@ uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 deps = ["SHA", "Serialization"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
+[[deps.Reexport]]
+git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
+uuid = "189a3867-3050-52da-a836-e630ba90ab69"
+version = "1.2.2"
+
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 
+[[deps.SharedArrays]]
+deps = ["Distributed", "Mmap", "Random", "Serialization"]
+uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
+
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
+[[deps.SortingAlgorithms]]
+deps = ["DataStructures"]
+git-tree-sha1 = "b3363d7460f7d098ca0912c69b082f75625d7508"
+uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
+version = "1.0.1"
+
+[[deps.SparseArrays]]
+deps = ["LinearAlgebra", "Random"]
+uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+
+[[deps.Statistics]]
+deps = ["LinearAlgebra", "SparseArrays"]
+uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
+[[deps.TOML]]
+deps = ["Dates"]
+uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
+
+[[deps.TableTraits]]
+deps = ["IteratorInterfaceExtensions"]
+git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
+uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
+version = "1.0.1"
+
+[[deps.Tables]]
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits", "Test"]
+git-tree-sha1 = "5ce79ce186cc678bbb5c5681ca3379d1ddae11a1"
+uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
+version = "1.7.0"
+
+[[deps.Tar]]
+deps = ["ArgTools", "SHA"]
+uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
+
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
+[[deps.UUIDs]]
+deps = ["Random", "SHA"]
+uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+
+[[deps.VersionParsing]]
+git-tree-sha1 = "58d6e80b4ee071f5efd07fda82cb9fbe17200868"
+uuid = "81def892-9a0e-5fdd-b105-ffc91e053289"
+version = "1.3.0"
+
+[[deps.Zlib_jll]]
+deps = ["Libdl"]
+uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
+
+[[deps.libblastrampoline_jll]]
+deps = ["Artifacts", "Libdl", "OpenBLAS_jll"]
+uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
+
+[[deps.nghttp2_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
+
+[[deps.p7zip_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"

Project.toml

@@ -1,4 +1,6 @@
 [deps]
+DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+Glob = "c27321d9-0574-5035-807b-f59d2c89b15c"
 Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
-
+OdsIO = "56b0d19f-0a74-5872-92bc-f48f9c5431d4"

lessonsSources/00_-_INTRO_-_Introduction_julia_ml/0002_-_Program.md

@@ -27,7 +27,7 @@ The slides used in the videos below are available [here](https://github.com/sylv
 ### 01 JULIA1: Basic Julia programming (5h:52:33)
 - Basic syntax elements (46:45)
   - [Part A - Introduction and setup of the environment](https://www.youtube.com/watch?v=fRv3vAmzHS8&list=PLDIpPSqVuMmK1poGUS7nuAXXILxHxmV2O&index=1) (8:37)
-  - [Part B - Comments, code organsation, Unicode support, broadcasting](https://www.youtube.com/watch?v=1SVA6woAq18&list=PLDIpPSqVuMmK1poGUS7nuAXXILxHxmV2O&index=2) (12:04)
+  - [Part B - Comments, code organisation, Unicode support, broadcasting](https://www.youtube.com/watch?v=1SVA6woAq18&list=PLDIpPSqVuMmK1poGUS7nuAXXILxHxmV2O&index=2) (12:04)
   - [Part C - Math operators, quotation marks](https://www.youtube.com/watch?v=1AVb-92QmPg&list=PLDIpPSqVuMmK1poGUS7nuAXXILxHxmV2O&index=3) (6:49)
   - [Part D - Missing values](https://www.youtube.com/watch?v=UGlJlH1BbjM&list=PLDIpPSqVuMmK1poGUS7nuAXXILxHxmV2O&index=4) (10:04)
   - [Part E - Stochasticity in programming](https://www.youtube.com/watch?v=Hi_a7YWA_j8&list=PLDIpPSqVuMmK1poGUS7nuAXXILxHxmV2O&index=5) (9:14)

lessonsSources/00_-_INTRO_-_Introduction_julia_ml/0003_-_Introduction_to_Julia.md

@@ -1,12 +1,8 @@
-TODO. Please refer to the videos.
-
-```@raw html
-<script src="https://utteranc.es/client.js"
-        repo="sylvaticus/SPMLJ"
-        issue-term="title"
-        label="💬 website_comment"
-        theme="github-dark"
-        crossorigin="anonymous"
-        async>
-</script>
-```
+TODO. Please refer to the videos above or to the slides.
+
+# An introduction to the Julia Programming Language
+
+## How to install Julia and git
+
+## Julia modules, packages and environments
+

lessonsSources/00_-_INTRO_-_Introduction_julia_ml/0004_-_Introduction_to_ML.md

@@ -1 +1,6 @@
-TODO. Please refer to the videos.
+TODO. Please refer to the videos above or to the slides
+
+
+
+# An introduction to Machine Learning
+

lessonsSources/assets/custom.css

@@ -14,3 +14,8 @@ html.theme--documenter-light pre code {
    min-height: 300px;
    position: relative;
 }
+
+.ytb-container iframe.embed-responsive-item{
+    width: 600px;
+    height: 300px;
+}